Title :
The use of binary particle swarm optimization to obtain a demand side management system
Author :
Agneessens, J. ; Vandoorn, T. ; Meersman, B. ; Vandevelde, L.
Author_Institution :
Dept. of Electr. Energy, Syst. & Autom. (EESA), Ghent Univ. (UGent), Ghent, Belgium
Abstract :
The increasing presence of wind, solar and other intrinsically intermittent sources of energy into the grid will lead to an erratic change of voltage along a distribution feeder. This phenomenon can lead to over- and undervoltages in some nodes of the line. In this paper, consumers will be considered as partially interruptible loads. By curtailing opportune loads, a smoother voltage profile can be obtained. The aim of this paper is to create a curtailment schedule that takes into account both the voltage profile along the line as well as the demands of the consumers. The use of binary particle swarm optimization will be investigated to obtain this demand side management (DSM) system.
Keywords :
demand side management; particle swarm optimisation; power supply quality; binary particle swarm optimization; demand side management system; distribution feeder; erratic voltage change; smooth voltage profile; Binary Particle Swarm Optimization; Demand Side Management; Interruptible loads;
Conference_Titel :
Renewable Power Generation (RPG 2011), IET Conference on
Conference_Location :
Edinburgh
DOI :
10.1049/cp.2011.0228